A unified vision-language model for precision oncology and biomarker prediction in neuroblastoma

Jin Zhu, Ruizhen Hu, Sen Yang, Qing Sun, Zhenzhen Zhao, Juan Cao, Peiying Pan, Kun Wang, Liyan Cui, Hongping Tang, Qianqian Fang, Sijin Jiang, Linli Lei, Wenjian Zhang, Jiajun Xie, Shuo Kang, Dongyuan Xiao, Ming Xiao, Xuan Zhai, Yuntao Jia, Junyang Chen, Wei Yuan, Xiao Han, Le Lu, Junhan Zhao, Xiyue Wang, Yi Li, Jinxi Xiang, Biyue Zhu

Open source

DOI: 10.1038/s41467-026-74865-5
Published: 2026-07-09
Container: Nature Communications
Publisher: Springer Science and Business Media LLC
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1038/s41467-026-74865-5,
  title = {A unified vision-language model for precision oncology and biomarker prediction in neuroblastoma},
  author = {Jin Zhu and Ruizhen Hu and Sen Yang and Qing Sun and Zhenzhen Zhao and Juan Cao and Peiying Pan and Kun Wang and Liyan Cui and Hongping Tang and Qianqian Fang and Sijin Jiang and Linli Lei and Wenjian Zhang and Jiajun Xie and Shuo Kang and Dongyuan Xiao and Ming Xiao and Xuan Zhai and Yuntao Jia and Junyang Chen and Wei Yuan and Xiao Han and Le Lu and Junhan Zhao and Xiyue Wang and Yi Li and Jinxi Xiang and Biyue Zhu},
  year = {2026},
  journal = {Nature Communications},
  doi = {10.1038/s41467-026-74865-5},
  url = {https://doi.org/10.1038/s41467-026-74865-5}
}

RIS

TY  - JOUR
TI  - A unified vision-language model for precision oncology and biomarker prediction in neuroblastoma
AU  - Jin Zhu
AU  - Ruizhen Hu
AU  - Sen Yang
AU  - Qing Sun
AU  - Zhenzhen Zhao
AU  - Juan Cao
AU  - Peiying Pan
AU  - Kun Wang
AU  - Liyan Cui
AU  - Hongping Tang
AU  - Qianqian Fang
AU  - Sijin Jiang
AU  - Linli Lei
AU  - Wenjian Zhang
AU  - Jiajun Xie
AU  - Shuo Kang
AU  - Dongyuan Xiao
AU  - Ming Xiao
AU  - Xuan Zhai
AU  - Yuntao Jia
AU  - Junyang Chen
AU  - Wei Yuan
AU  - Xiao Han
AU  - Le Lu
AU  - Junhan Zhao
AU  - Xiyue Wang
AU  - Yi Li
AU  - Jinxi Xiang
AU  - Biyue Zhu
PY  - 2026
JO  - Nature Communications
DO  - 10.1038/s41467-026-74865-5
UR  - https://doi.org/10.1038/s41467-026-74865-5
ER  -

APA

Zhu, J., Hu, R., Yang, S., Sun, Q., Zhao, Z., Cao, J., Pan, P., Wang, K., Cui, L., Tang, H., Fang, Q., Jiang, S., Lei, L., Zhang, W., Xie, J., Kang, S., Xiao, D., Xiao, M., Zhai, X., Jia, Y., Chen, J., Yuan, W., Han, X., Lu, L., Zhao, J., Wang, X., Li, Y., Xiang, J., & Zhu, B. (2026). A unified vision-language model for precision oncology and biomarker prediction in neuroblastoma. Nature Communications. https://doi.org/10.1038/s41467-026-74865-5

Source records

crossref · retrieved 2026-09-26T23:01:59.883Z